Marcel van Herk

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 15

Top Topics

Training Dataset

Optimization Algorithm

Trained Classifiers

Deformable Image Registration

Top Venues

Medical Imaging: Image Processing

Publications

Edward G. A. Henderson, Marcel van Herk, Eliana M. Vasquez Osorio
The impact of training dataset size and ensemble inference strategies on head and neck auto-segmentation. CoRR (2023)
Dónal M. McSweeney, Paul A. Bromiley, Andrew Green, Marcel van Herk, Alan McWilliam
Fusion Contours as a Source of Segmentation Training Data: A Simulation Study. ISBI (2023)
Edward G. A. Henderson, Marcel van Herk, Andrew Green, Eliana M. Vasquez Osorio
Unsupervised Correspondence with Combined Geometric Learning and Imaging for Radiotherapy Applications. ShapeMI@MICCAI (2023)
Edward G. A. Henderson, Marcel van Herk, Eliana M. Vasquez Osorio
The Impact of Training Dataset Size and Ensemble Inference Strategies on Head and Neck Auto-Segmentation. ISBI (2023)
Edward G. A. Henderson, Marcel van Herk, Andrew F. Green, Eliana M. Vasquez Osorio
Unsupervised correspondence with combined geometric learning and imaging for radiotherapy applications. CoRR (2023)
Edward G. A. Henderson, Andrew F. Green, Marcel van Herk, Eliana M. Vasquez Osorio
Automatic identification of segmentation errors for radiotherapy using geometric learning. CoRR (2022)
Edward G. A. Henderson, Andrew F. Green, Marcel van Herk, Eliana M. Vasquez Osorio
Automatic Identification of Segmentation Errors for Radiotherapy Using Geometric Learning. MICCAI (5) (2022)
Edward G. A. Henderson, Eliana M. Vasquez Osorio, Marcel van Herk, Andrew F. Green
Generalised Automatic Anatomy Finder (GAAF): A general framework for 3D location-finding in CT scans. CoRR (2022)
Marco Virgolin, Ziyuan Wang, Brian V. Balgobind, Irma W. E. M. van Dijk, Jan Wiersma, Petra S. Kroon, Geert O. R. Janssens, Marcel van Herk, D. C. Hodgson, L. Zadravec Zaletel, C. R. N. Rasch, Arjan Bel, Peter A. N. Bosman, Tanja Alderliesten
Surrogate-free machine learning-based organ dose reconstruction for pediatric abdominal radiotherapy. CoRR (2020)
Kleopatra Pirpinia, Peter A. N. Bosman, Jan-Jakob Sonke, Marcel van Herk, Tanja Alderliesten
Evolutionary Machine Learning for Multi-Objective Class Solutions in Medical Deformable Image Registration. Algorithms 12 (5) (2019)
Kleopatra Pirpinia, Peter A. N. Bosman, Jan-Jakob Sonke, Marcel van Herk, Tanja Alderliesten
Evolutionary multi-objective meta-optimization of deformation and tissue removal parameters improves the performance of deformable image registration of pre- and post-surgery images. Medical Imaging: Image Processing (2019)
Anet Aselmaa, Marcel van Herk, Anne Laprie, Ursula Nestle, Irina Götz, Nicole Wiedenmann, Tanja Schimek-Jasch, Francois Picaud, Charlotte Syrykh, Leonel V. Cagetti, Maria Jolnerovski, Yu Song, Richard H. M. Goossens
Using a contextualized sensemaking model for interaction design: A case study of tumor contouring. J. Biomed. Informatics 65 (2017)
Anet Aselmaa, Marcel van Herk, Yu Song, Richard H. M. Goossens, Anne Laprie
The influence of automation on tumor contouring. Cogn. Technol. Work. 19 (4) (2017)
Renan Sales Barros, Sílvia Delgado Olabarriaga, Jordi Borst, Marianne A. A. van Walderveen, Jorrit S. Posthuma, Geert J. Streekstra, Marcel van Herk, Charles B. L. M. Majoie, Henk A. Marquering
Dynamic CT perfusion image data compression for efficient parallel processing. Medical Biol. Eng. Comput. 54 (2-3) (2016)
Kleopatra Pirpinia, Peter A. N. Bosman, Jan-Jakob Sonke, Marcel van Herk, Tanja Alderliesten
A first step toward uncovering the truth about weight tuning in deformable image registration. Medical Imaging: Image Processing (2016)
Kleopatra Pirpinia, Tanja Alderliesten, Jan-Jakob Sonke, Marcel van Herk, Peter A. N. Bosman
Diversifying Multi-Objective Gradient Techniques and their Role in Hybrid Multi-Objective Evolutionary Algorithms for Deformable Medical Image Registration. GECCO (2015)
Kleopatra Pirpinia, Peter A. N. Bosman, Jan-Jakob Sonke, Marcel van Herk, Tanja Alderliesten
On the usefulness of gradient information in multi-objective deformable image registration using a B-spline-based dual-dynamic transformation model: comparison of three optimization algorithms. Medical Imaging: Image Processing (2015)
Bart Carelsen, Remmet Jonges, Simon D. Strackee, Mario Maas, Patricia van Kemenade, Cornelis A. Grimbergen, Marcel van Herk, Geert J. Streekstra
Dynamic 3-D Motion Patterns in the Wrist Joint. IEEE Trans. Biomed. Eng. 56 (4) (2009)
Simon Rit, Jochem Wolthaus, Marcel van Herk, Jan-Jakob Sonke
On-the-Fly Motion-Compensated Cone-Beam CT Using an a Priori Motion Model. MICCAI (1) (2008)
David A. Jaffray, Marcel van Herk, Joos Lebesque, Alvaro Martinez
Image Guided Radiotherapy of the Prostate. MICCAI (2001)
Niels Dekker, Lennert S. Ploeger, Marcel van Herk
Evaluation of Cost Functions for Gray Value Matching of 2D Images in Radiotherapy. MICCAI (2001)
Marcel van Herk
A fast algorithm for local minimum and maximum filters on rectangular and octagonal kernels. Pattern Recognit. Lett. 13 (7) (1992)